ahnyongjooandClaude Sonnet 5.5
964a841de1
- Code\rebar_pipeline, review_pipeline, pier-program을 정션에서 실제 폴더로 전환 - Code\rhino_mcp 및 CLAUDE_rhino배경.md 추가, .mcp.json은 PYTHONPATH로 새 위치 사용 - pier-program 내부 .git 제거(이력은 backup\pier-program_20261028.bundle에 보관) - worktree 가이드 반영(CLAUDE.local.md, HANDOFF.md) - D:\Rhino-MCP 경로 참조를 새 위치로 치환 Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
93 lines
3.3 KiB
Python
93 lines
3.3 KiB
Python
import re
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import sys
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import json
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def calculate_ambiguity_score(user_request, context={}):
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score = 0
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factors = []
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# Factor 1: No file path (higher ambiguity)
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file_path_pattern = r'(\/[\w.-]+\/[\w.-]+)|([A-Z]:\\[\w.-]+\\[\w.-]+)|(\.\/[\w.-]+)|(\.(js|ts|py|go|rs|java|tsx|jsx|vue|svelte|md|json|yaml|yml)$)'
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if not re.search(file_path_pattern, user_request, re.IGNORECASE):
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factors.append('no_file_path')
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score += 0.15
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# Factor 2: No technical terms
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tech_terms = [
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'api', 'database', 'server', 'client', 'component', 'module',
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'function', 'class', 'interface', 'type', 'schema', 'endpoint',
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'authentication', 'authorization', 'middleware', 'controller',
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'service', 'repository', 'model', 'view', 'hook', 'context'
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]
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if not any(term in user_request.lower() for term in tech_terms):
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factors.append('no_technical_terms')
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score += 0.1
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# Factor 3: No specific nouns (PascalCase or camelCase)
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if not re.search(r'("[^"]+")|(\'[^\']+\')|([A-Z][a-z]+[A-Z][a-z]+)|([a-z]+[A-Z][a-z]+)', user_request):
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factors.append('no_specific_nouns')
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score += 0.15
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# Factor 4: No scope definition
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scope_patterns = [
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r'only|just|specifically|exactly',
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r'all|every|entire|whole',
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r'from\s+\w+\s+to\s+\w+',
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r'in\s+the\s+\w+\s+(?:file|folder|directory|module)'
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]
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if not any(re.search(p, user_request, re.IGNORECASE) for p in scope_patterns):
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factors.append('no_scope')
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score += 0.1
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# Factor 5: Multiple interpretations
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ambiguous_patterns = [
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r'maybe|perhaps|or|either',
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r'it|this|that|those|these',
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r'stuff|things|something',
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r'fix|update|change|modify'
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]
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pronoun_count = len(re.findall(r'\b(it|this|that)\b', user_request, re.IGNORECASE))
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if pronoun_count >= 2 or any(re.search(p, user_request, re.IGNORECASE) for p in ambiguous_patterns):
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factors.append('multiple_interpretations')
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score += 0.2
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# Factor 6: Short request
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if len(user_request) < 30:
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factors.append('short_request')
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score += 0.15
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# Factor 7: Context Conflict (New in v2)
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# Check if request contradicts current phase
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current_phase = context.get('current_feature_phase', 'PLAN')
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phase_keywords = {
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'PLAN': ['implement', 'code', 'build', 'deploy'],
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'DESIGN': ['deploy', 'test', 'release'],
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'DO': ['plan', 'design', 'architecture']
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}
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conflict_keywords = phase_keywords.get(current_phase, [])
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for keyword in conflict_keywords:
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if keyword in user_request.lower():
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factors.append(f'context_conflict_with_{current_phase}')
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score += 0.15
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break
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score = min(1.0, max(0.0, score))
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return {"score": score, "factors": factors}
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if __name__ == "__main__":
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if len(sys.argv) < 2:
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print(json.dumps({"error": "No request provided"}))
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sys.exit(1)
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request = sys.argv[1]
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# Simulate context from arg 2 if present
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context = {}
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if len(sys.argv) > 2:
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try:
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context = json.loads(sys.argv[2])
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except:
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pass
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result = calculate_ambiguity_score(request, context)
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print(json.dumps(result, indent=2))
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